Pattern Recognition and Signal Processing

ISBN-13: 9789400999435 / Angielski / Miękka / 2011 / 664 str.

C. H. Chen

Opis

Both pattern recognition and signal processing are rapidly growing areas. Organized with emphasis on many inter-relations between the two areas, a NATO Advanced Study Institute on Pattern Recognition and Signal Processing was held June 25th - July 4, 1978 at the E.N.S.T. (Department of Electronics) in Paris, France. This volume is the Proceedings of the Institute. It contains what I believed to be a truly outstanding collection of papers which cover all major activities in both pattern recognition and signal processing. The papers are grouped by topics as follows: I. Syntactic Methods: paper numbers 1, 2. II. Statistical Methods: paper numbers 3, 4, 5, 6. III. Detection and Estimation: paper numbers 7, 8. IV. Image Processing, Modelling, and Analysis: paper numbers 9, 10, 11, 12. V. Speech Application: paper numbers 13, 14. VI. Radar Application: paper number 15. Seismic Application: paper number 16. VII. Biomedical Application: paper numbers 17, 18, 19. VIII. IX. Reconstruction From Projections: paper numbers 20, 21- X. Signal Modelling and Application: paper numbers 22, 23, 24. XI. NATO Pattern Recognition Research Study Group Report: paper number 25. It is my strong belief that there is a need for continuing interaction between pattern recognition and signal processing. The book will serve as a useful text and reference for such a need, and for both areas. Finally on behalf of all participants of the Institute, I would like to thank Drs. T. Kester and M. N. Czdas of NATO for their support.

Spis treści

1. “Syntactic Pattern Recognition and Its Applications to Signal Processing”.- 2. “Error-Correcting Matching and Parsing For Syntactic Pattern Recognition”.- 3. “Feature Set Search Algorithms”.- 4. “Nonparametric Estimation of Feature Evaluation Criteria”.- 5. “Finite Learning Sample Size Problems In Pattern Recognition”.- 6. “A Review of Statistical Pattern Recognition”.- 7. “On Relationships Between Detection and Estimation Theory”.- 8. “Fast Computation of Quadratic Forms With Applications to Signal Detection, Classification, and Estimation”.- 9. “Pattern Recognition With A Hybrid Processor Including An Incoherent/Coherent Light Converter”.- 10. “Image Processing Techniques for Real-Time Imagery”.- 11. “Stochastic Models For Images and Applications”.- 12. “Feature-Based Scene Analysis and Model Matching”.- 13. “Computer Interpretation of Speech Patterns Based on Formant Trajectories”.- 14. “A New Algorithm for Pitch Extraction and Voiced/Unvoiced Segmentation of Speech Using Only Zero-Crossing Interval Sequences (ZCIS) and Voiced Phoneme Recognition With ZCIS”.- 15. “Spectral Classification of Radar Clutter Using the Maximum Entropy Method”.- 16. “Preprocessing of Seismic Signals for Pattern Recognition”.- 17. “Biomedical Image Processing”.- 18. “The Use of Pattern Recognition for Lesion Detectability in Medical Scintigraphic Images”.- 19. “A Contribution to the Automatic Processing of Electrocardiograms Using Syntactic Methods”.- 20. “Object Reconstruction from Projections and Some Nonlinear Extensions”.- 21. “New Algorithms for Image Reconstruction From Fan Beam Projections.- 22. “Different Aspects of Linear Modelling for Signal Processing”.- 23. “Adaptive Lattice Methods for Linear Predictive Signal Processing”.- 24. “On a Threshold Model”.- 25. “NATO Research Study Group on Pattern Recognition: Final Report”.